Min-Seop Matthew Kwak

I am integrated MS/PhD student in the Department of Computer Science and Engineering at Korea University under the supervision of Professor Seungryong Kim @ CVLAB. My research interests broadly encompass computer vision, NeRF, and generative models.

Publications

3DFuse: Let 2D Diffusion Model Know 3D Consistency for Robust Text-to-3D Generation

Junyoung Seo, Wooseok Jang, Min-Seop Kwak*, Hyeonsu Kim, Jaehoon Ko, Junho Kim, Jin-wha Kim, Jiyoung Lee, Seungryong Kim

International Conference on Learning Representations (ICLR) 2024

Self-Evolving Neural Radiance Fields

Jaewoo Jung, Jisang Han, Jiwon Kang*, Seongchan Kim, Min-Seop Kwak, Seungryong Kim

ArXiv Preprint, 2023

DäRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation

Jiuhn Song, Seonghoon Park, Honggyu An*, Seokju Cho, Min-Seop Kwak , Sungjin Cho, Seungryong Kim

Neural Information Processing Systems (NeurIPS) 2023

GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency

Min-Seop Kwak, Jiuhn Song, Seungryong Kim

International Conference on Machine Learning (ICML) 2023